{"id":115573,"date":"2023-07-14T18:21:23","date_gmt":"2023-07-14T18:21:23","guid":{"rendered":"https:\/\/userpilot.com\/blog\/dark-launch\/"},"modified":"2026-04-07T11:06:34","modified_gmt":"2026-04-07T11:06:34","slug":"dark-launch","status":"publish","type":"post","link":"https:\/\/userpilot.com\/blog\/dark-launch\/","title":{"rendered":"Dark Launch 101: How to Release Successful Features?"},"content":{"rendered":"<p>What&#8217;s a dark launch and does it benefit <a href=\"https:\/\/userpilot.com\/role\/product-management\" target=\"_blank\" rel=\"noopener noreferrer\">product managers<\/a>?<\/p>\n<p>These are exactly the questions the article deals with, so let&#8217;s get right to it, shall we?<\/p>\n<h2 id=\"d164a\">What is a dark launch?<\/h2>\n<p>A dark launch is a <a href=\"https:\/\/userpilot.com\/blog\/feature-release\/\" target=\"_blank\" rel=\"noopener noreferrer\">release <\/a>of production-ready software features to a small user segment. The practice is commonly used in modern software development to test new software stability and performance before <a href=\"https:\/\/userpilot.com\/blog\/saas-product-launch\/\" target=\"_blank\" rel=\"noopener noreferrer\">launching <\/a>it to all users.<\/p>\n<p>How does the dark launch process work?<\/p>\n<p>Basically, you enable the feature for a small percentage of users and monitor its performance or impact on <a href=\"https:\/\/userpilot.com\/blog\/usability-vs-user-experience\/\" target=\"_blank\" rel=\"noopener noreferrer\">user experience. <\/a>As you get insights from <a href=\"https:\/\/userpilot.com\/blog\/user-feedback\/\" target=\"_blank\" rel=\"noopener noreferrer\">feedback <\/a>and <a href=\"https:\/\/userpilot.com\/blog\/actionable-analytics\/\" target=\"_blank\" rel=\"noopener noreferrer\">analytics<\/a>, you <a href=\"https:\/\/userpilot.com\/blog\/iterative-testing\/\" target=\"_blank\" rel=\"noopener noreferrer\">iterate<\/a>, release it to some more users, and so on.<\/p>\n<p>To be able to<a href=\"https:\/\/userpilot.com\/blog\/software-rollout\/\" target=\"_blank\" rel=\"noopener noreferrer\"> roll out<\/a> the feature in such a way, you wrap it in a feature flag or feature toggle. They allow you to switch the feature on and off quickly without modifying the code.<\/p>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/12\/the-dark-launch_e89af500675bd64b907a71642df258ca_800.png 1x, https:\/\/images.storychief.com\/account_6827\/the-dark-launch_e89af500675bd64b907a71642df258ca_1600.png 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/12\/the-dark-launch_e89af500675bd64b907a71642df258ca_800.png 1x, https:\/\/images.storychief.com\/account_6827\/the-dark-launch_e89af500675bd64b907a71642df258ca_1600.png 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/12\/the-dark-launch_e89af500675bd64b907a71642df258ca_800.png\" alt=\"Dark launch\" \/><\/picture><figcaption>Dark launch.<\/figcaption><\/figure>\n<h2 id=\"eif7d\">What is the difference between dark launch and canary testing?<\/h2>\n<p>Both dark launch and canary testing allow teams to test how new functionality affects system performance or <a href=\"https:\/\/userpilot.com\/blog\/behavioral-metrics-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">product metrics <\/a>with real users, or in a production environment as a software engineer might say.<\/p>\n<p>However, there is a difference between the two.<\/p>\n<p>In dark launches, nobody tells the users that they&#8217;re taking part in the test or that they are using a new feature. That&#8217;s why they&#8217;re called &#8216;dark&#8217;.<\/p>\n<p>In canary tests, on the other hand, the users are aware of that. <a href=\"https:\/\/userpilot.com\/blog\/beta-testing-in-marketing\/\" target=\"_blank\" rel=\"noopener noreferrer\">A beta test<\/a> is an example of canary testing.<\/p>\n<p><!--ARCADE EMBED START--><\/p>\n<div style=\"position: relative; padding-bottom: calc(56.8027% + 41px); height: 0px; width: 100%;\"><iframe style=\"position: absolute; top: 0; left: 0; width: 100%; height: 100%; color-scheme: light;\" title=\"Product Launches\" src=\"https:\/\/sw11.userpilot.com\/bRsNsXcJf7MBG75vogaJ?embed&amp;embed_mobile=tab&amp;embed_desktop=inline&amp;show_copy_link=true\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/div>\n<p><!--ARCADE EMBED END---><\/p>\n<h2 id=\"8egek\">What are the pros and cons of dark launch?<\/h2>\n<p>There are a number of obvious benefits to dark launches.<\/p>\n<p>\u2705 <strong>Real-world testing: <\/strong>thanks to a dark launch, you can <a href=\"https:\/\/userpilot.com\/blog\/new-feature-validation-framework\/\" target=\"_blank\" rel=\"noopener noreferrer\">validate new features<\/a> and evaluate their performance with real users.<\/p>\n<p>\u2705 <strong>Reduced risk and damage control: <\/strong>releasing features only to a small number first means that any negative impact on user experience is limited to the small test group, and it doesn&#8217;t cause disruption for the whole user base. Also, there&#8217;s limited risk for your product reputation if things go south.<\/p>\n<p>Having said that, there are some downsides as well.<\/p>\n<p>\u274c <strong>Resource intensive:<\/strong> managing different versions of the software requires considerable resources.<\/p>\n<p>\u274c<strong> Complexity: <\/strong>traditionally, dark launches required multiple production environments or complex routing configurations. It&#8217;s less of an issue now thanks to feature flags\/feature toggles but it still can result in fairly complex code.<\/p>\n<p>\u274c <strong>Technical debt:<\/strong> unused feature flags can make it more difficult for the development team to maintain the code and <a href=\"https:\/\/userpilot.com\/blog\/feature-release-example\/\" target=\"_blank\" rel=\"noopener noreferrer\">release new software features,<\/a> especially if you\u2019re using homegrown feature flag systems.<\/p>\n<h2 id=\"8p18k\">What is an example of a dark launch?<\/h2>\n<p>As a product manager of a popular workspace tool for creating, organizing, and sharing various types of <a href=\"https:\/\/userpilot.com\/blog\/content-marketing-vs-product-marketing\/\" target=\"_blank\" rel=\"noopener noreferrer\">content<\/a>, you&#8217;ve been working on an AI writing assistant.<\/p>\n<p>As a part of your dark launch, you first release it to 1% of your user base and monitor its performance.<\/p>\n<p>Whenever issues arise, you fix them. Gradually, as the product gets better, you start releasing it to new <a href=\"https:\/\/userpilot.com\/blog\/cohort-analysis-versus-segmentation\/\" target=\"_blank\" rel=\"noopener noreferrer\">user cohorts <\/a>and continue testing.<\/p>\n<h2 id=\"85fon\">When to use dark launches?<\/h2>\n<p>SaaS organizations implement dark launching in a number of situations.<\/p>\n<ol type=\"1\">\n<li><strong>Technical performance testing <\/strong>&#8211; when you&#8217;re launching a <a href=\"https:\/\/userpilot.com\/blog\/how-to-measure-new-feature-success\/\" target=\"_blank\" rel=\"noopener noreferrer\">new feature<\/a> or moving to new infrastructure, you can ensure they&#8217;re bug-free and stable.<\/li>\n<li><strong>Feature idea validation <\/strong>&#8211; you can launch the feature and test whether it satisfies <a href=\"https:\/\/userpilot.com\/blog\/customer-needs-assessment\/\" target=\"_blank\" rel=\"noopener noreferrer\">users&#8217; needs <\/a>or drives the metrics you&#8217;re trying to improve.<\/li>\n<li><strong>Product localization and personalization<\/strong> &#8211; with feature toggles you can easily enable different feature versions for different user segments.<\/li>\n<\/ol>\n<h2 id=\"3tpbn\">What to use before you dark launch?<\/h2>\n<p>When you carry out a dark launch, the risk is limited but still significant. To reduce it, there are a few more tests you can conduct to ensure you\u2019re developing the right features and they have a solid technical foundation.<\/p>\n<h3 id=\"2itu2\">Fake door testing<\/h3>\n<p><a href=\"https:\/\/userpilot.com\/blog\/fake-door-testing\/\" target=\"_blank\" rel=\"noopener noreferrer\">Fake door testing <\/a>is the least labor or resource-intensive way of testing your feature ideas. The feature doesn&#8217;t need to exist as long as you convince your users it does.<\/p>\n<p>Let&#8217;s imagine you&#8217;re an Asana product manager and you want to build the Goals feature It\u2019s a theoretical example because, to our knowledge, Asana never did such a test.<\/p>\n<p>Before you do so, however, you simply add it to your menu and trigger a <a href=\"https:\/\/userpilot.com\/blog\/tooltip-best-practices\/\" target=\"_blank\" rel=\"noopener noreferrer\">tooltip <\/a>to prompt user engagement. And then you sit back and watch.<\/p>\n<p>If there&#8217;s enough demand, you carry on to build it. If not, pivot.<\/p>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/12\/fake-door-test-tooltip-asana-dark-launch_a260d8fc11e692bd455e07366df5657a_800.webp 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/12\/fake-door-test-tooltip-asana-dark-launch_a260d8fc11e692bd455e07366df5657a_800.webp 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/12\/fake-door-test-tooltip-asana-dark-launch_a260d8fc11e692bd455e07366df5657a_800.webp\" alt=\"Fake door test\" \/><\/picture><figcaption>Fake door test.<\/figcaption><\/figure>\n<p>Naturally, nobody likes being taken for a ride so when your users actually click on the feature, you need to explain what you\u2019ve just done and why. Like in the <a href=\"https:\/\/userpilot.com\/blog\/ui-modal-examples\/\" target=\"_blank\" rel=\"noopener noreferrer\">modal <\/a>below.<\/p>\n<p>Note that it\u2019s a great opportunity to<a href=\"https:\/\/userpilot.com\/blog\/ideal-beta-tester\/\" target=\"_blank\" rel=\"noopener noreferrer\"> recruit future beta testers <\/a>as well!<\/p>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/12\/fake-door-testing-beta-testers-dark-launch_c1af1c0e643086a96de33d1c4ffcdbc2_800.webp 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/12\/fake-door-testing-beta-testers-dark-launch_c1af1c0e643086a96de33d1c4ffcdbc2_800.webp 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/12\/fake-door-testing-beta-testers-dark-launch_c1af1c0e643086a96de33d1c4ffcdbc2_800.webp\" alt=\"Fake door test modal\" \/><\/picture><figcaption>Fake door test modal.<\/figcaption><\/figure>\n<h3 id=\"d3gdr\">Prototype testing<\/h3>\n<p><a href=\"https:\/\/userpilot.com\/blog\/fake-door-testing\/\">Fake door testing<\/a> is a kind of <a href=\"https:\/\/userpilot.com\/blog\/prototype-testing\/\" target=\"_blank\" rel=\"noopener noreferrer\">prototype testing. <\/a>In this case, the prototype is very low-fidelity as you have nothing under the hood.<\/p>\n<p>However, if low-fidelity testing gives you promising results, you can invest more effort into the idea and make your prototypes progressively more realistic.<\/p>\n<p>For example, the next step could be pretending that the feature exists but doing all the work manually behind the scenes. This kind of experiment is called Wizard of Oz.<\/p>\n<p>Or you can use other existing solutions and botch them together to achieve the desired functionality before you develop your own code.<\/p>\n<h3 id=\"43gja\">Beta testing<\/h3>\n<p>Beta-testing is often seen as an alternative to dark launching, but there\u2019s no reason why you can\u2019t combine both of these approaches.<\/p>\n<p>So, before you dark launch your feature, <a href=\"https:\/\/userpilot.com\/blog\/beta-testing-feedback-form-template-best-practices-and-examples\/\" target=\"_blank\" rel=\"noopener noreferrer\">beta test<\/a> it first with an even smaller group of users. This could be a few of your most dedicated <a href=\"https:\/\/userpilot.com\/blog\/power-users\/\" target=\"_blank\" rel=\"noopener noreferrer\">power users <\/a>who will be happy to take the feature for a spin and give you actionable feedback.<\/p>\n<p>In this way, you will ensure that the feature is already robust when you release it.<\/p>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/12\/modal-inviting-beta-testers_84fff8011367d71650ab2aa26d917005_800.png 1x, https:\/\/images.storychief.com\/account_6827\/modal-inviting-beta-testers_84fff8011367d71650ab2aa26d917005_1600.png 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/12\/modal-inviting-beta-testers_84fff8011367d71650ab2aa26d917005_800.png 1x, https:\/\/images.storychief.com\/account_6827\/modal-inviting-beta-testers_84fff8011367d71650ab2aa26d917005_1600.png 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/12\/modal-inviting-beta-testers_84fff8011367d71650ab2aa26d917005_800.png\" alt=\"Modal inviting beta-testers\" \/><\/picture><figcaption>Modal inviting beta-testers.<\/figcaption><\/figure>\n<h2 id=\"f78r5\">How to monitor the impact of dark launches?<\/h2>\n<p>Once you toggle the feature on for the test group, you need to <a href=\"https:\/\/userpilot.com\/blog\/how-to-measure-new-feature-success\/\" target=\"_blank\" rel=\"noopener noreferrer\">evaluate its performance.<\/a><\/p>\n<h3 id=\"f2ncs\">Gather user feedback regarding their experiences with the new features<\/h3>\n<p>As soon as a user interacts with the feature, trigger an <a href=\"https:\/\/userpilot.com\/blog\/in-app-surveys\/\" target=\"_blank\" rel=\"noopener noreferrer\">in-app survey <\/a>to ask them for their <a href=\"https:\/\/userpilot.com\/blog\/customer-feedback-collection\/\" target=\"_blank\" rel=\"noopener noreferrer\">feedback<\/a>. Such contextual surveys are a great source of valid insights because the experience is still fresh in users&#8217; minds.<\/p>\n<p>If the feedback is positive, that&#8217;s great. However, when users submit <a href=\"https:\/\/userpilot.com\/blog\/negative-user-feedback\/\" target=\"_blank\" rel=\"noopener noreferrer\">negative feedback, <\/a>follow up with them to know in detail about their issues with the new feature.<\/p>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/12\/new-feature-success-survey-userpilot-dark-launch_669ddac8369505386109a05cc8875c8a_800.webp 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/12\/new-feature-success-survey-userpilot-dark-launch_669ddac8369505386109a05cc8875c8a_800.webp 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/12\/new-feature-success-survey-userpilot-dark-launch_669ddac8369505386109a05cc8875c8a_800.webp\" alt=\"New feature survey\" \/><\/picture><figcaption>New feature survey.<\/figcaption><\/figure>\n<h3 id=\"clu2j\">Monitor product analytics to identify friction points<\/h3>\n<p>With <a href=\"https:\/\/userpilot.com\/blog\/product-analytics-guide\/\" target=\"_blank\" rel=\"noopener noreferrer\">product analytics<\/a>, you can objectively test how well the feature performs and identify ways to improve it.<\/p>\n<p>Here are a few methods and techniques you can use.<\/p>\n<ul>\n<li>Funnel analysis helps you assess conversions from one stage of the <a href=\"https:\/\/userpilot.com\/blog\/user-journey-analytics\/\" target=\"_blank\" rel=\"noopener noreferrer\">user journey<\/a> to the other. If they slow down or drop off at a particular stage, that&#8217;s where the <a href=\"https:\/\/userpilot.com\/blog\/user-friction\/\" target=\"_blank\" rel=\"noopener noreferrer\">friction <\/a>is and you need to have a closer look.<\/li>\n<\/ul>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/12\/funnel-dark-launch_93aa5e2d449068ef055c514b004e376a_800.png 1x, https:\/\/images.storychief.com\/account_6827\/funnel-dark-launch_93aa5e2d449068ef055c514b004e376a_1600.jpg 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/12\/funnel-dark-launch_93aa5e2d449068ef055c514b004e376a_800.png 1x, https:\/\/images.storychief.com\/account_6827\/funnel-dark-launch_93aa5e2d449068ef055c514b004e376a_1600.jpg 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/12\/funnel-dark-launch_93aa5e2d449068ef055c514b004e376a_800.png\" alt=\"Monitoring the impact of the dark launch: Funnel analysis\" \/><\/picture><figcaption>Funnel analysis.<\/figcaption><\/figure>\n<ul>\n<li>Session recordings are even more detailed because they reveal every single user action &#8211; the <a href=\"https:\/\/userpilot.com\/blog\/click-tracking-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">clicks<\/a>, text infills, scrolls, hovers, you name it. This makes them a perfect tool for assessing feature <a href=\"https:\/\/userpilot.com\/blog\/usability-testing-methods-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">usability<\/a>.<\/li>\n<\/ul>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/12\/hotjar-session-recordings-dark-launch_811d0055ccfc0050640e746368e9a544_800.gif 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/12\/hotjar-session-recordings-dark-launch_811d0055ccfc0050640e746368e9a544_800.gif 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/12\/hotjar-session-recordings-dark-launch_811d0055ccfc0050640e746368e9a544_800.gif\" alt=\"Monitoring the impact of the dark launch: Session recording\" \/><\/picture><figcaption>Session recording.<\/figcaption><\/figure>\n<h3 id=\"8vukt\">Track the number of customer support tickets and bugs<\/h3>\n<p>Apart from tracking user in-app behavior, pay attention to support tickets and bug reports. That&#8217;s how you will be able to identify technical issues.<\/p>\n<p>Monitoring customer support calls and chats is a good way to get <a href=\"https:\/\/userpilot.com\/blog\/how-to-analyse-qualitative-data\/\" target=\"_blank\" rel=\"noopener noreferrer\">qualitative data <\/a>from customers, and it&#8217;s dead easy to automate it with <a href=\"https:\/\/userpilot.com\/blog\/how-to-use-ai-to-improve-the-customer-experience\/\" target=\"_blank\" rel=\"noopener noreferrer\">AI tools <\/a>these days.<\/p>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/12\/bug-report-dark-launch_194efb3be73bc471a5b2ceeca3c6d362_800.png 1x, https:\/\/images.storychief.com\/account_6827\/bug-report-dark-launch_194efb3be73bc471a5b2ceeca3c6d362_1600.jpg 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/12\/bug-report-dark-launch_194efb3be73bc471a5b2ceeca3c6d362_800.png 1x, https:\/\/images.storychief.com\/account_6827\/bug-report-dark-launch_194efb3be73bc471a5b2ceeca3c6d362_1600.jpg 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/12\/bug-report-dark-launch_194efb3be73bc471a5b2ceeca3c6d362_800.png\" alt=\"Technical issue report\" \/><\/picture><figcaption>Technical issue report.<\/figcaption><\/figure>\n<h2 id=\"bl5gu\">Conclusion<\/h2>\n<p>A dark launch is an easy way to reduce the risk involved in feature releases. By enabling the feature to a small number of users, you can still test it under real-world conditions. If things go wrong, though, the damage is limited.<\/p>\n<p>If you want to see how you can monitor the effects of your dark launches with <a href=\"https:\/\/userpilot.com\/\">Userpilot<\/a>, <a href=\"https:\/\/userpilot.com\/userpilot-demo\" target=\"_blank\" rel=\"noopener noreferrer\">book the demo!<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A dark launch is a release of production-ready software features to a small subset of users. The practice is  commonly used in modern software development to test new software stability and performance before launching it to all users. If you want to see how you can monitor the effects of your dark launches with Userpilot, book the demo!<\/p>\n","protected":false},"author":24,"featured_media":115574,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"categories":[214],"tags":[1112,5076,5075,4962,346,216,232,989],"class_list":["post-115573","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-product-management","tag-beta-test","tag-dark-launch","tag-fake-door-tests","tag-feature-release","tag-product-analytics","tag-product-management","tag-product-managers","tag-prototype-testing"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.2 (Yoast SEO v27.2) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Dark Launch 101: How to Release Successful Features?<\/title>\n<meta name=\"description\" content=\"A dark launch is a release of a feature to a small number of users to make sure it&#039;s technically sound and satisfies user needs. More below!\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/userpilot.com\/blog\/dark-launch\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Dark Launch 101: How to Release Successful Features?\" \/>\n<meta property=\"og:description\" content=\"A dark launch is a release of a feature to a small number of users to make sure it&#039;s technically sound and satisfies user needs. More below!\" \/>\n<meta property=\"og:url\" content=\"https:\/\/userpilot.com\/blog\/dark-launch\/\" \/>\n<meta property=\"og:site_name\" content=\"Thoughts about Product Adoption, User Onboarding and Good UX | Userpilot Blog\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-14T18:21:23+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-07T11:06:34+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/blog-static.userpilot.com\/wp-content\/uploads\/2023\/07\/dark-launch-101-how-to-release-successful-features_8bb4c7107b5f8755aa4fb808954a5a49_2000.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1876\" \/>\n\t<meta property=\"og:image:height\" content=\"1228\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Emilia Korczynska\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Emilia Korczynska\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"8 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/userpilot.com\/blog\/dark-launch\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/userpilot.com\/blog\/dark-launch\/\"},\"author\":{\"name\":\"Emilia Korczynska\",\"@id\":\"https:\/\/userpilot.com\/blog\/#\/schema\/person\/5796e18acd5548943b72c36d3469e61d\"},\"headline\":\"Dark Launch 101: How to Release Successful Features?\",\"datePublished\":\"2023-07-14T18:21:23+00:00\",\"dateModified\":\"2026-04-07T11:06:34+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/userpilot.com\/blog\/dark-launch\/\"},\"wordCount\":1349,\"commentCount\":0,\"image\":{\"@id\":\"https:\/\/userpilot.com\/blog\/dark-launch\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/blog-static.userpilot.com\/wp-content\/uploads\/2023\/07\/dark-launch-101-how-to-release-successful-features_8bb4c7107b5f8755aa4fb808954a5a49_2000.jpg\",\"keywords\":[\"beta test\",\"dark launch\",\"fake door tests\",\"feature release\",\"product analytics\",\"Product Management\",\"product managers\",\"prototype testing\"],\"articleSection\":[\"Product Management\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/userpilot.com\/blog\/dark-launch\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/userpilot.com\/blog\/dark-launch\/\",\"url\":\"https:\/\/userpilot.com\/blog\/dark-launch\/\",\"name\":\"Dark Launch 101: How to Release Successful Features?\",\"isPartOf\":{\"@id\":\"https:\/\/userpilot.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/userpilot.com\/blog\/dark-launch\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/userpilot.com\/blog\/dark-launch\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/blog-static.userpilot.com\/wp-content\/uploads\/2023\/07\/dark-launch-101-how-to-release-successful-features_8bb4c7107b5f8755aa4fb808954a5a49_2000.jpg\",\"datePublished\":\"2023-07-14T18:21:23+00:00\",\"dateModified\":\"2026-04-07T11:06:34+00:00\",\"author\":{\"@id\":\"https:\/\/userpilot.com\/blog\/#\/schema\/person\/5796e18acd5548943b72c36d3469e61d\"},\"description\":\"A dark launch is a release of a feature to a small number of users to make sure it's technically sound and satisfies user needs. More below!\",\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/userpilot.com\/blog\/dark-launch\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/userpilot.com\/blog\/dark-launch\/#primaryimage\",\"url\":\"https:\/\/blog-static.userpilot.com\/wp-content\/uploads\/2023\/07\/dark-launch-101-how-to-release-successful-features_8bb4c7107b5f8755aa4fb808954a5a49_2000.jpg\",\"contentUrl\":\"https:\/\/blog-static.userpilot.com\/wp-content\/uploads\/2023\/07\/dark-launch-101-how-to-release-successful-features_8bb4c7107b5f8755aa4fb808954a5a49_2000.jpg\",\"width\":1876,\"height\":1228,\"caption\":\"Dark Launch 101: How to Release Successful Features? cover\"},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/userpilot.com\/blog\/#website\",\"url\":\"https:\/\/userpilot.com\/blog\/\",\"name\":\"Thoughts about Product Adoption, User Onboarding and Good UX | Userpilot Blog\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/userpilot.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/userpilot.com\/blog\/#\/schema\/person\/5796e18acd5548943b72c36d3469e61d\",\"name\":\"Emilia Korczynska\",\"description\":\"Passionate about SaaS product growth, and both pre-sign-up and post-sign-up marketing. Talk to me about improving your acquisition, activation, and retention strategy. VP of Marketing at Userpilot.\",\"sameAs\":[\"https:\/\/www.linkedin.com\/in\/emiliakorczynska\/\"],\"url\":\"https:\/\/userpilot.com\/blog\/author\/emiliauserpilot-io\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Dark Launch 101: How to Release Successful Features?","description":"A dark launch is a release of a feature to a small number of users to make sure it's technically sound and satisfies user needs. More below!","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/userpilot.com\/blog\/dark-launch\/","og_locale":"en_US","og_type":"article","og_title":"Dark Launch 101: How to Release Successful Features?","og_description":"A dark launch is a release of a feature to a small number of users to make sure it's technically sound and satisfies user needs. More below!","og_url":"https:\/\/userpilot.com\/blog\/dark-launch\/","og_site_name":"Thoughts about Product Adoption, User Onboarding and Good UX | Userpilot Blog","article_published_time":"2023-07-14T18:21:23+00:00","article_modified_time":"2026-04-07T11:06:34+00:00","og_image":[{"width":1876,"height":1228,"url":"https:\/\/blog-static.userpilot.com\/wp-content\/uploads\/2023\/07\/dark-launch-101-how-to-release-successful-features_8bb4c7107b5f8755aa4fb808954a5a49_2000.jpg","type":"image\/jpeg"}],"author":"Emilia Korczynska","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Emilia Korczynska","Est. reading time":"8 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/userpilot.com\/blog\/dark-launch\/#article","isPartOf":{"@id":"https:\/\/userpilot.com\/blog\/dark-launch\/"},"author":{"name":"Emilia Korczynska","@id":"https:\/\/userpilot.com\/blog\/#\/schema\/person\/5796e18acd5548943b72c36d3469e61d"},"headline":"Dark Launch 101: How to Release Successful Features?","datePublished":"2023-07-14T18:21:23+00:00","dateModified":"2026-04-07T11:06:34+00:00","mainEntityOfPage":{"@id":"https:\/\/userpilot.com\/blog\/dark-launch\/"},"wordCount":1349,"commentCount":0,"image":{"@id":"https:\/\/userpilot.com\/blog\/dark-launch\/#primaryimage"},"thumbnailUrl":"https:\/\/blog-static.userpilot.com\/wp-content\/uploads\/2023\/07\/dark-launch-101-how-to-release-successful-features_8bb4c7107b5f8755aa4fb808954a5a49_2000.jpg","keywords":["beta test","dark launch","fake door tests","feature release","product analytics","Product Management","product managers","prototype testing"],"articleSection":["Product Management"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/userpilot.com\/blog\/dark-launch\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/userpilot.com\/blog\/dark-launch\/","url":"https:\/\/userpilot.com\/blog\/dark-launch\/","name":"Dark Launch 101: How to Release Successful Features?","isPartOf":{"@id":"https:\/\/userpilot.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/userpilot.com\/blog\/dark-launch\/#primaryimage"},"image":{"@id":"https:\/\/userpilot.com\/blog\/dark-launch\/#primaryimage"},"thumbnailUrl":"https:\/\/blog-static.userpilot.com\/wp-content\/uploads\/2023\/07\/dark-launch-101-how-to-release-successful-features_8bb4c7107b5f8755aa4fb808954a5a49_2000.jpg","datePublished":"2023-07-14T18:21:23+00:00","dateModified":"2026-04-07T11:06:34+00:00","author":{"@id":"https:\/\/userpilot.com\/blog\/#\/schema\/person\/5796e18acd5548943b72c36d3469e61d"},"description":"A dark launch is a release of a feature to a small number of users to make sure it's technically sound and satisfies user needs. More below!","inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/userpilot.com\/blog\/dark-launch\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/userpilot.com\/blog\/dark-launch\/#primaryimage","url":"https:\/\/blog-static.userpilot.com\/wp-content\/uploads\/2023\/07\/dark-launch-101-how-to-release-successful-features_8bb4c7107b5f8755aa4fb808954a5a49_2000.jpg","contentUrl":"https:\/\/blog-static.userpilot.com\/wp-content\/uploads\/2023\/07\/dark-launch-101-how-to-release-successful-features_8bb4c7107b5f8755aa4fb808954a5a49_2000.jpg","width":1876,"height":1228,"caption":"Dark Launch 101: How to Release Successful Features? cover"},{"@type":"WebSite","@id":"https:\/\/userpilot.com\/blog\/#website","url":"https:\/\/userpilot.com\/blog\/","name":"Thoughts about Product Adoption, User Onboarding and Good UX | Userpilot Blog","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/userpilot.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/userpilot.com\/blog\/#\/schema\/person\/5796e18acd5548943b72c36d3469e61d","name":"Emilia Korczynska","description":"Passionate about SaaS product growth, and both pre-sign-up and post-sign-up marketing. Talk to me about improving your acquisition, activation, and retention strategy. VP of Marketing at Userpilot.","sameAs":["https:\/\/www.linkedin.com\/in\/emiliakorczynska\/"],"url":"https:\/\/userpilot.com\/blog\/author\/emiliauserpilot-io\/"}]}},"_links":{"self":[{"href":"https:\/\/userpilot.com\/blog\/wp-json\/wp\/v2\/posts\/115573","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/userpilot.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/userpilot.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/userpilot.com\/blog\/wp-json\/wp\/v2\/users\/24"}],"replies":[{"embeddable":true,"href":"https:\/\/userpilot.com\/blog\/wp-json\/wp\/v2\/comments?post=115573"}],"version-history":[{"count":4,"href":"https:\/\/userpilot.com\/blog\/wp-json\/wp\/v2\/posts\/115573\/revisions"}],"predecessor-version":[{"id":634931,"href":"https:\/\/userpilot.com\/blog\/wp-json\/wp\/v2\/posts\/115573\/revisions\/634931"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/userpilot.com\/blog\/wp-json\/wp\/v2\/media\/115574"}],"wp:attachment":[{"href":"https:\/\/userpilot.com\/blog\/wp-json\/wp\/v2\/media?parent=115573"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/userpilot.com\/blog\/wp-json\/wp\/v2\/categories?post=115573"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/userpilot.com\/blog\/wp-json\/wp\/v2\/tags?post=115573"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}